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#ai
paper-spine
Write, rewrite, or build a paper or report (journal, conference, report, review, competition) end to end, then output LaTeX/PDF/Word. The main PaperSpine entry point that orchestrates every step.
DeepseekModel
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质量 优秀 · 90
v1.0.0
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name paper-spine description Write, rewrite, or build a paper or report (journal, conference, report, review, competition) end to end, then output LaTeX/PDF/Word. The main PaperSpine entry point that orchestrates every step. PaperSpine Orchestrator Use this skill as the suite entrypoint. PaperSpine exposes one main skill: paper-spine . Each stage is executed by reading the corresponding playbook under references/ . Update detection : If the user asks to update, upgrade, or check for updates, read references/update.md and execute without starting the full writing workflow. Command Routing Trigger Read Default / full workflow This file (Non-Negotiable Route below) resume / continue / "continue from" references/resume.md update / "check for updates" references/update.md submission / "submission materials" references/submission.md audit references/audit.md translate references/translate.md humanize references/humanize.md respond / response letter / reviewer comments references/respond.md For fine-grained stage execution, the orchestrator reads the playbook for each stage from references/ rather than requiring a separate skill invocation: Stage Playbook Intake / config references/intake.md Resume / checkpoint references/resume.md Research references/research.md Citation references/citation.md Rewrite references/rewrite.md Build references/build.md Humanize references/humanize.md LaTeX references/latex.md Translate references/translate.md Respond references/respond.md Audit references/audit.md Historical worker skill names ( paper-spine-research , etc.) are legacy only and are not user entry points. Operating Principle PaperSpine is a research-writing workflow, not a prose patcher. Its job is to learn the target scene and strong examples first, force a user-confirmed motivation, design the paper row by row, and only then write or rebuild the manuscript. Never fabricate data, metrics, p-values, datasets, citations, figures, or experimental claims. User materials are authoritative for this paper's results. External examples teach structure and rhetoric only. Contribution-First, Reviewer-Aware Rules (V4) These three rules sit above the motivation thread. Motivation remains required, but it supports the contribution rather than replacing it. Contribution-First. The manuscript's highest-priority organizing unit is the confirmed contribution. Do not begin substantive writing until confirmed_contribution.md exists (what the paper adds, what problem/gap/ challenge makes it necessary, what evidence validates it, what claim boundary to respect, why a reviewer should find it publishable). Template + per-section checklists: references/contribution.md . Gate: contribution_check.py . Results-as-Validation. Each major Results subsection must validate at least one contribution promise; metric-only units with no contribution mapping are a failure. Record this in results_validation.md . Template: references/results-validation.md . Gate: results_validation_check.py (journal / conference / competition scenes). Reviewer-Aware. Before claiming submission-ready, create reviewer_audit.md (reviewer value map + objection register + editorial fit), populating the objection register from the three structured_review reviewer agents. Template: references/reviewer-audit.md . Gate: reviewer_audit_check.py . The Stage 12 Final Audit hard gate runs all three checks; do not declare the work complete while any of them fails. User-Facing Language When the user writes in Chinese, ui_language=zh , output_language=zh , or translation_package=zh , all user-facing communication must be in Chinese throughout the whole run, not only in the final completion report. This includes intermediate progress updates, status bullets, tool-result summaries, blocked messages, gate re-run notes, final delivery tables, and error explanations. Do not write English progress sentences such as "Chinese .docx generated", "Now writing the word report", "All stages passed", "Deliverables", or "PaperSpine Workflow Complete" in those Chinese-facing runs. Use Chinese status phrases instead, for example: 中文 Word 文档已生成:final_paper/paper.zh.docx。正在写入 Word 检查报告并重新运行关卡检查。 PaperSpine 工作流已完成 全部阶段已通过 交付文件清单 Tool names, file paths, command names, and required English manuscript text may remain literal, but explanatory prose around them must be Chinese. Required Configuration Prefer reading paper_rewriting_output/paper_spine_config.json . If it is missing, read references/intake.md and collect configuration. Required fields: Field Allowed Values workflow rewrite_existing , build_from_materials scene journal , conference , report_review , competition tier flash , pro output_language en , zh target_name free text materials_dir path or empty draft_path path or empty user_motivation free text or empty official_urls list special_requirements list word_output none , docx translation_package none , zh reference_mode local_first , specified_paths , web reference_paths list of local reference folders/files; default ["."] citation_target_count integer; default 20 humanize_tier none , light , medium , heavy Non-Negotiable Route Resume-first rule: Before starting any workflow, read references/resume.md and run progress_check.py against paper_rewriting_output/ . If earlier stages have produced valid artifacts, start from the first incomplete stage. After executing that stage, run its gate, run the full progress check again, and continue until final audit is complete. Do not restart from intake unless the user explicitly requests a clean run or the output directory is empty. Anti-skip rule: Each stage is a gate. After completing a stage, run its gate check before moving to the next. If the gate fails, route back to that stage — do not skip, do not hand-write the missing artifact, do not patch downstream. The gate script is progress_check.py --gate <stage_name> . Never use bulk placeholder generators such as generate_artifacts.py , quick_generate.py , or mock_artifacts.py to replace real stage work. Default Word output: Word (.docx) is a standard required artifact. Produce it in the LaTeX stage unless word_output is explicitly set to none in config. If pandoc is unavailable, write a BLOCKED/FAIL note in latex_report.md and do not declare completion. Stage 1 — Intake / Configuration If configuration is missing or incomplete, run the terminal wizard from the intake UI via the absolute installed launcher $env:USERPROFILE\.claude\skills\paper-spine\scripts\launch_paperspine_ui.ps1 (or the .codex equivalent, or $HOME/.codex/skills/paper-spine/scripts/launch_paperspine_ui.sh on bash); do not ask the user to hand-write JSON or answer a long plain chat checklist when a terminal is available. In Claude Code, /paperspine is the preferred entry: it launches the external intake window automatically when configuration is missing. Codex hard constraint (do not skip): when paper_rewriting_output/paper_spine_config.json is missing, the FIRST tool action after reading this skill MUST be to run the absolute launch_paperspine_ui.ps1 (resolve under ~/.codex/skills/... or ~/.claude/skills/... ) with sandbox_permissions: require_escalated so the window can open. Gate: python scripts/progress_check.py paper_rewriting_output --gate intake If FAILED: return to intake. Config must exist and be valid before any research. Stage 2 — Research Read references/research.md and execute the research stage. Research must index local references per reference_mode and reference_paths before any web collection. Required outputs: reference_materials/source_index.md , research_dossier.md , exemplar_learning_dossier.md , style_profile.md , sota_gap_map.md , motivation_options_after_research.md . Gate: python scripts/progress_check.py paper_rewriting_output --gate research If FAILED: return to research. All six artifacts must exist before citation work begins. Stage 3 — Citation Support Bank Read references/citation.md and build citation_support_bank.md . Generate at least citation_target_count * 3 candidates (default: 60). ~80% recent. Include Source Channel for every row. Gate: python scripts/progress_check.py paper_rewriting_output --gate citation If FAILED: return to citation. The bank must exist with sufficient candidates. Stage 4 — Motivation Confirmation Stop for user confirmation of the controlling motivation. Write confirmed_motivation.md only after the user chooses. This stage is BLOCKED (not just pending) until the user confirms. Present motivation_options_after_research.md and wait. Do not auto-select. Gate: python scripts/progress_check.py paper_rewriting_output --gate motivation_confirmation If FAILED/BLOCKED: stop and wait for user. Do not proceed with an unconfirmed motivation. Stage 5 — Humanize (if applicable) If humanize_tier is light , medium , or heavy , read references/humanize.md and apply tier-specific constraints. Stage 6 — Writing / Drafting If workflow is rewrite_existing , read references/rewrite.md . If workflow is build_from_materials , read references/build.md . Both workflows must create section_blueprints.md and writing_rationale_matrix.md before drafting. Gate: python scripts/progress_check.py paper_rewriting_output --gate planning If FAILED: return to the writing stage. Blueprints and rationale matrix are mandatory — a paper without a documented design is not a PaperSpine paper. Stage 7 — Integrity Audit Run integrity audit before LaTeX assembly: python scripts/integrity_audit.py paper_rewriting_output --markdown --write Review BLOCKER findings. Return to the relevant stage for any BLOCKED dimension. Do not proceed to LaTeX with unresolved BLOCKERs. Gate: python scripts/progress_check.py paper_rewriting_output --gate integrity_audit If FAILED: run the audit, fix BLOCKERs, re-run until gate passes. Stage 8 — LaTeX / PDF / Word Read references/latex.md for LaTeX assembly, PDF compilation, and Word output. Word (.docx) is a standard required artifact. Produce and check it unless word_output is explicitly none . Citation mechanism (hard rule): Every in-text citation must be a real \cite{key} linked to a bibliography entry — either \bibliographystyle{unsrt} (or plain / ieeetr ) + \bibliography{references.bib} , or a thebibliography block whose \bibitem{key} entries are reached by \cite{key} . Never type the bracket number as literal text: a hand-typed [1] is inert and does not link to the reference list (in the PDF or the .docx). A numeric bibliographystyle /CSL still renders as [1] or [3,12,13] , so the visible plain-numeric style is preserved. Do not use author-year citations and do not wrap numeric citations in extra parentheses such as ([15]) . latex_guard.py fails literal-bracket citations with no \cite and out-of-sync numbering; it also checks the format. Title (hard rule): main.tex must contain \title{...} and \maketitle . Word output must begin with the paper title — not Abstract, Keywords, or body text. latex_guard.py checks the TeX source; word_guard.py checks the .docx. When output_language is zh , the paper is Chinese. Produce final_paper/paper.zh.docx as the primary Word output instead of paper.docx — the .zh.docx suffix marks the language, not a translation: pandoc paper_rewriting_output/final_paper/main.tex -o paper_rewriting_output/final_paper/paper.zh.docx --from latex --to docx --resource-path=paper_rewriting_output/final_paper --number-sections --citeproc --bibliography=paper_rewriting_output/final_paper/references.bib python scripts/word_guard.py paper_rewriting_output/final_paper/paper.zh.docx --language zh --fix-fonts --citeproc --bibliography=... resolves \cite to linked [1] numbers in the .docx (matching the English command). Use it when citations come from a references.bib . If the paper instead carries a thebibliography block with \bibitem , drop --citeproc --bibliography=... — pandoc resolves \cite against \bibitem natively; either way the source must use \cite , never literal bracket text. python scripts/word_guard.py paper_rewriting_output/final_paper/paper.zh.docx --language zh --markdown --output paper_rewriting_output/word_report.zh.md If output_language is en , produce final_paper/paper.docx as the primary Word output. Do not produce or require final_paper/paper.zh.docx unless translation_package=zh is explicitly requested. Gate (LaTeX): python scripts/progress_check.py paper_rewriting_output --gate latex Word guard (run only for the Word files requested by the config): python scripts/word_guard.py paper_rewriting_output/final_paper/paper.docx --language en --fix-fonts python scripts/word_guard.py paper_rewriting_output/final_paper/paper.docx --language en --markdown --output paper_rewriting_output/word_report.md When output_language=zh , run: python scripts/word_guard.py paper_rewriting_output/final_paper/paper.zh.docx --language zh --fix-fonts python scripts/word_guard.py paper_rewriting_output/final_paper/paper.zh.docx --language zh --markdown --output paper_rewriting_output/word_report.zh.md Gate (Word): python scripts/progress_check.py paper_rewriting_output --gate word --require Use --require so the gate checks Word even when config says none — the file should exist and be valid. If word_output is explicitly none , skip this gate. Stage 9 — Submission Package (if requested) If submission materials are requested, read references/submission.md , create submission_package/ , and run: python scripts/submission_check.py paper_rewriting_output/submission_package --fix-fonts --markdown --write
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下载的 .skill 包内含以下字段。
| 字段 | 说明 |
|---|---|
| format | 格式标识(skill/v1) |
| skill_id | 技能唯一 ID |
| name | 技能名称 |
| version | 版本号 |
| description | 技能描述 |
| category | 所属分类(数组) |
| trigger_words | 触发词列表 |
| tags | 标签列表 |
| source | 来源标识 |
| source_url | 来源链接(本页地址) |
| exported_at | 导出时间(每次下载生成) |
| system_prompt | 系统提示词正文 |
| model_config | 模型参数:provider / model / temperature / max_tokens / top_p |
| examples | 示例 |
| install_guide | 各平台导入说明(Coze / Dify / Claude / 自定义框架) |